{"id":5725,"date":"2023-06-24T00:54:14","date_gmt":"2023-06-23T15:54:14","guid":{"rendered":"https:\/\/bocek.co.jp\/media\/?p=5725"},"modified":"2023-06-24T00:54:16","modified_gmt":"2023-06-23T15:54:16","slug":"stable-diffusion%e3%81%a7vae%e3%82%92%e5%88%a9%e7%94%a8%e3%81%97%e3%81%a6%e5%bd%a9%e5%ba%a6%e3%82%92%e5%a4%89%e6%9b%b4%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/taskhub.jp\/magazine\/exercise\/stable-diffusion\/5725\/","title":{"rendered":"Stable Diffusion\u3067VAE\u3092\u5229\u7528\u3057\u3066\u5f69\u5ea6\u3092\u5909\u66f4\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"\n<p>Stable Diffusion\u3092\u4f7f\u3046\u969b\u306b\u300c\u5f69\u5ea6\u304c\u4f4e\u3044\u300d\u300c\u307c\u3093\u3084\u308a\u3057\u3066\u3044\u308b\u300d\u3068\u611f\u3058\u308b\u3053\u3068\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u305d\u3093\u306a\u6642\u306b\u304a\u3059\u3059\u3081\u306a\u306e\u3067VAE\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4eca\u56dePROMPTY\u306fVAE\u306e\u4f7f\u3044\u65b9\u3068\u3001\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u307f\u305f\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">VAE\u306e\u4f7f\u3044\u65b9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">VAE\u3068\u306f\uff1f<\/h3>\n\n\n\n<p>VAE\u306f&#8221;Variational Auto Encorder&#8221;\u306e\u7565\u79f0\u3067\u3001\u753b\u50cf\u3092\u51fa\u529b\u3059\u308b\u969b\u306bVAE\u304c\u6301\u3064\u7279\u5b9a\u306e\u30a2\u30b7\u30b9\u30c8\u3092\u884c\u3063\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u72ec\u529b\u3067\u5f69\u5ea6\u306a\u3069\u3092\u5909\u66f4\u3059\u308b\u5834\u5408\u3001\u9ad8\u5ea6\u306a\u77e5\u8b58\u3084\u8907\u96d1\u306a\u5de5\u7a0b\u3092\u8e0f\u3080\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001VAE\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">VAE\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u65b9\u6cd5<\/h3>\n\n\n\n<p>VAE\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u6642\u306f\u3001\u300cHugging Face\u300d\u304b\u300cCivit AI\u300d\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30e2\u30c7\u30eb\u3092\u691c\u7d22\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306f\u300corangemix.vae.pt\u300d\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u3001\u4f8b\u306b\u3068\u3063\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u65b9\u6cd5\u2460\uff1aHugging Face\u304b\u3089VAE\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h4>\n\n\n\n<p>Hugging Face\u3067VAE\u3092\u691c\u7d22\u3067\u304d\u305f\u3089\u30d5\u30a1\u30a4\u30eb\u306e\u4e00\u89a7\u304c\u8868\u793a\u3055\u308c\u308b\u306e\u3067\u3001\u753b\u50cf\u306e\u8d64\u67a0\u90e8\u5206\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/t-shirt-11-1024x576.jpg\" alt=\"\" class=\"wp-image-5794\"\/><\/figure>\n\n\n\n<p>VAEs\u3092\u30af\u30ea\u30c3\u30af\u3067\u304d\u305f\u3089\u3001VAE\u30d5\u30a1\u30a4\u30eb\u304c\u8868\u793a\u3055\u308c\u308b\u305f\u3081\u3001\u8d64\u67a0\u90e8\u5206\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/t-shirt-12-1-1024x576.jpg\" alt=\"\" class=\"wp-image-5803\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u65b9\u6cd5\u2461\uff1aGoogle colab\u3067VAE\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h4>\n\n\n\n<p>Google colab\u3067\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u4e0b\u8a18\u30b3\u30fc\u30c9\u3092\u5165\u529b\u3057\u3001\u30bb\u30eb\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>!wget https:\/\/huggingface.co\/WarriorMama777\/OrangeMixs\/resolve\/main\/VAEs\/orangemix.vae.pt -O \/content\/stable-diffusion-webui\/models\/VAE\/orangemix.vae.pt<\/code><\/pre>\n\n\n\n<p>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5b8c\u4e86\u5f8c\u306f\u3001Stable Diffusion\u306eWeb UI\u753b\u9762\u3092\u958b\u304d\u3001Setting\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u5f8c\u3001\u5de6\u306e\u82f1\u8a9e\u304c\u4e26\u3093\u3067\u3044\u308b\u3068\u3053\u308d\u304b\u3089&#8221;Stable Diffusion&#8221;\u3092\u9078\u629e\u3057\u3001\u8d64\u67a0\u90e8\u5206\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068VAE\u3092\u9078\u629e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/t-shirt-13-1024x576.jpg\" alt=\"\" class=\"wp-image-5804\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9f\u969b\u306bVAE\u3092\u4f7f\u7528\u3057\u3066\u5f69\u5ea6\u3092\u5909\u66f4\u3057\u3066\u307f\u308b<\/h2>\n\n\n\n<p>\u4eca\u56de\u306f\u300cCounterfeit-V2.5\u300d\u3092\u30e2\u30c7\u30eb\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>VAE\u3068\u3057\u3066\u300cCounterfeit-V2.5.vae.pt\u300d\u3001\u300corangemix.vae.pt\u300d\u3001\u300cvae-ft-mse-840000-ema-pruned.ckpt\u300d\u306e3\u7a2e\u985e\u3092\u7528\u3044\u3066\u753b\u50cf\u3092\u751f\u6210\u3057\u3001\u5f69\u5ea6\u3092\u6bd4\u8f03\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u2460\u91d1\u9aea\u306e\u5973\u306e\u5b50<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>masterpiece,high quality,blonde long hair,green eyes,starry sky<\/strong><\/code><\/pre>\n\n\n\n<p>\u30cd\u30ac\u30c6\u30a3\u30d6\u30d7\u30ed\u30f3\u30d7\u30c8\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>(worst quality, low quality:1.4), (zombie, sketch, interlocked fingers), nsfw<\/strong><\/code><\/pre>\n\n\n\n<p>Sampling method\uff1aEuler a<br>Sampling steps\uff1a20<br>Width\uff1a512<br>Height\uff1a512<br>Batch count\uff1a1<br>Batch size\uff1a1<br>CFG Scale\uff1a7<br>Seed\uff1a35<br>Script\uff1aNone<\/p>\n\n\n\n<p>\u4eca\u56de\u306f\u540c\u3058\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3067\u6bd4\u8f03\u3057\u305f\u3044\u305f\u3081\u3001\u30b7\u30fc\u30c9\u5024\u3092\u56fa\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u666e\u901a\u306b\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u30b7\u30fc\u30c9\u5024\u3092&#8221;-1&#8243;\u306b\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u6bd4\u8f03\u753b\u50cf\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/t-shirt-14-1024x576.jpg\" alt=\"\" class=\"wp-image-5808\" width=\"840\" height=\"472\"\/><\/figure>\n\n\n\n<p>\u4e0a\u8a18\u306e\u753b\u50cf\u306e\u901a\u308a\u3001VAE\u306b\u3088\u3063\u3066\u5f69\u5ea6\u304c\u5909\u5316\u3059\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300cCounterfeit-V2.5.vae.pt\u300d\u306b\u6bd4\u3079\u3066\u300corangemix.vae.pt\u300d\u306f\u5c11\u3057\u660e\u308b\u3055\u304c\u5897\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u300cvae-ft-mse-840000-ema-pruned.ckpt\u300d\u3067\u306f\u3055\u3089\u306b\u305d\u306e\u6fc3\u6de1\u304c\u306f\u3063\u304d\u308a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u2461\u9752\u9aea\u306e\u5973\u306e\u5b50<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>masterpiece,high quality,blue medium hair,red eyes,night,moon<\/strong><\/code><\/pre>\n\n\n\n<p>\u30cd\u30ac\u30c6\u30a3\u30d6\u30d7\u30ed\u30f3\u30d7\u30c8\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>(worst quality, low quality:1.4), (zombie, sketch, interlocked fingers), nsfw<\/strong><\/code><\/pre>\n\n\n\n<p>\u6bd4\u8f03\u753b\u50cf\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/t-shirt-15-1024x576.jpg\" alt=\"\" class=\"wp-image-5810\"\/><\/figure>\n\n\n\n<p>VAE\u3092\u4f7f\u7528\u3059\u308b\u3068\u80cc\u666f\u304c\u6620\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306e\u5834\u5408\u3001\u53f3\u306e\u753b\u50cf\u306b\u884c\u304f\u306b\u3064\u308c\u3066\u3001\u80cc\u666f\u306e\u6708\u306e\u5149\u304c\u5897\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u7d39\u4ecb\u3057\u305fVAE\u4ee5\u5916\u306b\u3082\u69d8\u3005\u306aVAE\u304c\u3042\u308b\u305f\u3081\u3001\u305c\u3072\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Stable Diffusion\u3092\u4f7f\u3046\u969b\u306b\u300c\u5f69\u5ea6\u304c\u4f4e\u3044\u300d\u300c\u307c\u3093\u3084\u308a\u3057\u3066\u3044\u308b\u300d\u3068\u611f\u3058\u308b\u3053\u3068\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u305d\u3093\u306a\u6642\u306b\u304a\u3059\u3059\u3081\u306a\u306e\u3067VAE\u3067\u3059\u3002 \u4eca\u56dePROMPTY\u306fVAE\u306e\u4f7f\u3044\u65b9\u3068\u3001\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u307f\u305f\u4f8b [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":5914,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":""},"categories":[48],"tags":[],"_links":{"self":[{"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/posts\/5725"}],"collection":[{"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/comments?post=5725"}],"version-history":[{"count":4,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/posts\/5725\/revisions"}],"predecessor-version":[{"id":5915,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/posts\/5725\/revisions\/5915"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/media\/5914"}],"wp:attachment":[{"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/media?parent=5725"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/categories?post=5725"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/tags?post=5725"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}